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e-commerce

Navigate e-commerce sites to extract products, pricing, categories, and inventory. Handles pagination, variants, and JS-heavy storefronts.

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firecrawl/web-agent
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E-commerce Extraction

General Patterns

  • Check for sitemap.xml first -- many stores list all product URLs
  • Look for /products.json, /api/products, or similar API endpoints before scraping HTML
  • Product listing pages usually paginate: look for ?page=N, ?offset=N, or "Load more" buttons
  • Always check the total count shown on the page vs what you've extracted

Product Data Checklist

  • Name, brand, SKU/ID
  • Price (current, original/compare-at, currency)
  • Variants (size, color, etc.) with per-variant pricing and availability
  • Images (primary + gallery)
  • Description (short + long)
  • Category/breadcrumb path
  • Availability/stock status
  • Ratings and review count

Pagination

  • Check for: next/prev links, page numbers, "showing X of Y" text
  • For infinite scroll: use interact to scroll and load more
  • Keep count: if page says "200 products" and you have 24, keep going

JS-Heavy Sites

  • Use interact for sites that require JavaScript rendering
  • Look for XHR/API calls in the page that return JSON -- often easier than parsing HTML
  • Single-page apps often have internal APIs at predictable paths

Site-specific playbooks are in the sites/ directory

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